Overview
Brought to you by YData
Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 8920 |
| Missing cells | 7282 |
| Missing cells (%) | 4.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 16.0 MiB |
| Average record size in memory | 1.8 KiB |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 2 |
| Boolean | 7 |
| Text | 2 |
garage has constant value "False" | Constant |
air_conditioning is highly overall correlated with heating | High correlation |
bedrooms is highly overall correlated with surface | High correlation |
delegation is highly overall correlated with state | High correlation |
floor is highly overall correlated with rez_de_chaussee_count | High correlation |
heating is highly overall correlated with air_conditioning | High correlation |
price is highly overall correlated with surface | High correlation |
rez_de_chaussee_count is highly overall correlated with floor | High correlation |
state is highly overall correlated with delegation | High correlation |
surface is highly overall correlated with bedrooms and 1 other fields | High correlation |
etage_count has 1772 (19.9%) missing values | Missing |
rez_de_chaussee_count has 1772 (19.9%) missing values | Missing |
floor has 3722 (41.7%) missing values | Missing |
price is highly skewed (γ1 = 33.62460124) | Skewed |
bathrooms is highly skewed (γ1 = 75.66496227) | Skewed |
etage_count has 3388 (38.0%) zeros | Zeros |
rez_de_chaussee_count has 5931 (66.5%) zeros | Zeros |
floor has 1002 (11.2%) zeros | Zeros |
Reproduction
| Analysis started | 2025-02-08 18:12:00.982213 |
|---|---|
| Analysis finished | 2025-02-08 18:12:06.358137 |
| Duration | 5.38 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
price
Real number (ℝ)
High correlation Skewed
| Distinct | 847 |
|---|---|
| Distinct (%) | 9.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 817523.82 |
| Minimum | 10666 |
|---|---|
| Maximum | 5.85 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.8 KiB |
Quantile statistics
| Minimum | 10666 |
|---|---|
| 5-th percentile | 110000 |
| Q1 | 185000 |
| median | 280000 |
| Q3 | 420000 |
| 95-th percentile | 809839.45 |
| Maximum | 5.85 × 108 |
| Range | 5.8498933 × 108 |
| Interquartile range (IQR) | 235000 |
Descriptive statistics
| Standard deviation | 13278030 |
|---|---|
| Coefficient of variation (CV) | 16.241765 |
| Kurtosis | 1244.4586 |
| Mean | 817523.82 |
| Median Absolute Deviation (MAD) | 110000 |
| Skewness | 33.624601 |
| Sum | 7.2923125 × 109 |
| Variance | 1.7630608 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 250000 | 231 | 2.6% |
| 180000 | 180 | 2.0% |
| 220000 | 173 | 1.9% |
| 350000 | 166 | 1.9% |
| 230000 | 159 | 1.8% |
| 150000 | 156 | 1.7% |
| 240000 | 152 | 1.7% |
| 200000 | 150 | 1.7% |
| 320000 | 149 | 1.7% |
| 170000 | 146 | 1.6% |
| Other values (837) | 7258 |
| Value | Count | Frequency (%) |
| 10666 | 1 | |
| 11111 | 1 | |
| 12000 | 2 | |
| 15000 | 2 | |
| 18000 | 1 | |
| 19000 | 2 | |
| 20000 | 1 | |
| 22222 | 2 | |
| 23000 | 1 | |
| 24700 | 1 |
| Value | Count | Frequency (%) |
| 585000000 | 1 | |
| 570000000 | 1 | |
| 520000000 | 1 | |
| 330000000 | 2 | |
| 290000000 | 1 | |
| 280000000 | 2 | |
| 235000000 | 2 | |
| 230000000 | 1 | |
| 98218890 | 1 | |
| 80000000 | 1 |
state
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 479.4 KiB |
| ARIANA | |
|---|---|
| TUNIS | |
| BEN AROUS | |
| MANOUBA |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.0216368 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TUNIS |
|---|---|
| 2nd row | TUNIS |
| 3rd row | TUNIS |
| 4th row | ARIANA |
| 5th row | ARIANA |
Common Values
| Value | Count | Frequency (%) |
| ARIANA | 3653 | |
| TUNIS | 3632 | |
| BEN AROUS | 1095 | 12.3% |
| MANOUBA | 540 | 6.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ariana | 3653 | |
| tunis | 3632 | |
| ben | 1095 | 10.9% |
| arous | 1095 | 10.9% |
| manouba | 540 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 13134 | |
| N | 8920 | |
| I | 7285 | |
| U | 5267 | |
| R | 4748 | 8.8% |
| S | 4727 | 8.8% |
| T | 3632 | 6.8% |
| B | 1635 | 3.0% |
| O | 1635 | 3.0% |
| E | 1095 | 2.0% |
| Other values (2) | 1635 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 53713 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 13134 | |
| N | 8920 | |
| I | 7285 | |
| U | 5267 | |
| R | 4748 | 8.8% |
| S | 4727 | 8.8% |
| T | 3632 | 6.8% |
| B | 1635 | 3.0% |
| O | 1635 | 3.0% |
| E | 1095 | 2.0% |
| Other values (2) | 1635 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 53713 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 13134 | |
| N | 8920 | |
| I | 7285 | |
| U | 5267 | |
| R | 4748 | 8.8% |
| S | 4727 | 8.8% |
| T | 3632 | 6.8% |
| B | 1635 | 3.0% |
| O | 1635 | 3.0% |
| E | 1095 | 2.0% |
| Other values (2) | 1635 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 53713 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 13134 | |
| N | 8920 | |
| I | 7285 | |
| U | 5267 | |
| R | 4748 | 8.8% |
| S | 4727 | 8.8% |
| T | 3632 | 6.8% |
| B | 1635 | 3.0% |
| O | 1635 | 3.0% |
| E | 1095 | 2.0% |
| Other values (2) | 1635 | 3.0% |
bedrooms
Real number (ℝ)
High correlation
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4378924 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 39 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.91747082 |
|---|---|
| Coefficient of variation (CV) | 0.3763377 |
| Kurtosis | 0.27890965 |
| Mean | 2.4378924 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.33318652 |
| Sum | 21746 |
| Variance | 0.84175271 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 2 | 3627 | |
| 3 | 3076 | |
| 1 | 1207 | 13.5% |
| 4 | 810 | 9.1% |
| 5 | 151 | 1.7% |
| 0 | 39 | 0.4% |
| 6 | 9 | 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 39 | 0.4% |
| 1 | 1207 | 13.5% |
| 2 | 3627 | |
| 3 | 3076 | |
| 4 | 810 | 9.1% |
| 5 | 151 | 1.7% |
| 6 | 9 | 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 6 | 9 | 0.1% |
| 5 | 151 | 1.7% |
| 4 | 810 | 9.1% |
| 3 | 3076 | |
| 2 | 3627 | |
| 1 | 1207 | 13.5% |
| 0 | 39 | 0.4% |
bathrooms
Real number (ℝ)
Skewed
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2308296 |
| Minimum | 0 |
|---|---|
| Maximum | 130 |
| Zeros | 17 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 130 |
| Range | 130 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.4711686 |
|---|---|
| Coefficient of variation (CV) | 1.1952659 |
| Kurtosis | 6587.8103 |
| Mean | 1.2308296 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 75.664962 |
| Sum | 10979 |
| Variance | 2.164337 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 1 | 7277 | |
| 2 | 1366 | 15.3% |
| 3 | 224 | 2.5% |
| 4 | 27 | 0.3% |
| 0 | 17 | 0.2% |
| 5 | 6 | 0.1% |
| 7 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 130 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 17 | 0.2% |
| 1 | 7277 | |
| 2 | 1366 | 15.3% |
| 3 | 224 | 2.5% |
| 4 | 27 | 0.3% |
| 5 | 6 | 0.1% |
| 7 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 130 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 130 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 5 | 6 | 0.1% |
| 4 | 27 | 0.3% |
| 3 | 224 | 2.5% |
| 2 | 1366 | 15.3% |
| 1 | 7277 | |
| 0 | 17 | 0.2% |
surface
Real number (ℝ)
High correlation
| Distinct | 330 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125.00861 |
| Minimum | 16 |
|---|---|
| Maximum | 780 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.8 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 57 |
| Q1 | 90 |
| median | 115 |
| Q3 | 150 |
| 95-th percentile | 222.05 |
| Maximum | 780 |
| Range | 764 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 57.364709 |
|---|---|
| Coefficient of variation (CV) | 0.45888605 |
| Kurtosis | 12.314809 |
| Mean | 125.00861 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 2.3177452 |
| Sum | 1115076.8 |
| Variance | 3290.7099 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 458 | 5.1% |
| 120 | 299 | 3.4% |
| 90 | 290 | 3.3% |
| 110 | 255 | 2.9% |
| 80 | 227 | 2.5% |
| 150 | 196 | 2.2% |
| 110.3542835 | 192 | 2.2% |
| 130 | 179 | 2.0% |
| 140 | 168 | 1.9% |
| 70 | 166 | 1.9% |
| Other values (320) | 6490 |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 18 | 2 | < 0.1% |
| 20 | 4 | < 0.1% |
| 25 | 2 | < 0.1% |
| 26 | 5 | 0.1% |
| 27 | 1 | < 0.1% |
| 28 | 2 | < 0.1% |
| 30 | 13 | |
| 31 | 3 | < 0.1% |
| 32 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 780 | 1 | |
| 700 | 1 | |
| 658 | 1 | |
| 650 | 1 | |
| 623 | 1 | |
| 614 | 2 | |
| 600 | 2 | |
| 585 | 1 | |
| 583 | 1 | |
| 580 | 1 |
| Value | Count | Frequency (%) |
| True | 4711 | |
| False | 4209 |
equipped_kitchen
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 7293 | |
| True | 1627 | 18.2% |
| Value | Count | Frequency (%) |
| True | 5137 | |
| False | 3783 |
heating
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 4639 | |
| False | 4281 |
air_conditioning
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 4954 | |
| True | 3966 |
| Value | Count | Frequency (%) |
| False | 8920 |
| Value | Count | Frequency (%) |
| False | 5886 | |
| True | 3034 |
etage_count
Real number (ℝ)
Missing Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1772 |
| Missing (%) | 19.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.64255736 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 3388 |
| Zeros (%) | 38.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.72895444 |
|---|---|
| Coefficient of variation (CV) | 1.1344582 |
| Kurtosis | 11.241025 |
| Mean | 0.64255736 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.7220175 |
| Sum | 4593 |
| Variance | 0.53137457 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 3388 | |
| 1 | 3072 | |
| 2 | 590 | 6.6% |
| 3 | 71 | 0.8% |
| 4 | 19 | 0.2% |
| 6 | 5 | 0.1% |
| 5 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
| (Missing) | 1772 |
| Value | Count | Frequency (%) |
| 0 | 3388 | |
| 1 | 3072 | |
| 2 | 590 | 6.6% |
| 3 | 71 | 0.8% |
| 4 | 19 | 0.2% |
| 5 | 2 | < 0.1% |
| 6 | 5 | 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 1 | < 0.1% |
| 6 | 5 | 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 19 | 0.2% |
| 3 | 71 | 0.8% |
| 2 | 590 | 6.6% |
| 1 | 3072 | |
| 0 | 3388 |
rez_de_chaussee_count
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1772 |
| Missing (%) | 19.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2112479 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5931 |
| Zeros (%) | 66.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.52381586 |
|---|---|
| Coefficient of variation (CV) | 2.4796263 |
| Kurtosis | 14.360295 |
| Mean | 0.2112479 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.197739 |
| Sum | 1510 |
| Variance | 0.27438305 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 5931 | |
| 1 | 987 | 11.1% |
| 2 | 189 | 2.1% |
| 3 | 25 | 0.3% |
| 4 | 11 | 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 1 | < 0.1% |
| (Missing) | 1772 | 19.9% |
| Value | Count | Frequency (%) |
| 0 | 5931 | |
| 1 | 987 | 11.1% |
| 2 | 189 | 2.1% |
| 3 | 25 | 0.3% |
| 4 | 11 | 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 5 | 4 | < 0.1% |
| 4 | 11 | 0.1% |
| 3 | 25 | 0.3% |
| 2 | 189 | 2.1% |
| 1 | 987 | 11.1% |
| 0 | 5931 |
municipality
Text
| Distinct | 226 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 527.2 KiB |
Length
| Max length | 29 |
|---|---|
| Median length | 22 |
| Mean length | 10.14787 |
| Min length | 5 |
Unique
| Unique | 29 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | JARDINS DE CARTHAGE |
|---|---|
| 2nd row | LES JARDINS |
| 3rd row | BERGE DU LAC |
| 4th row | ENNASR |
| 5th row | AOUINA |
| Value | Count | Frequency (%) |
| el | 1462 | 8.7% |
| aouina | 873 | 5.2% |
| soukra | 818 | 4.9% |
| ennasr | 664 | 4.0% |
| jardins | 592 | 3.5% |
| zaghouan | 561 | 3.4% |
| ain | 561 | 3.4% |
| carthage | 482 | 2.9% |
| de | 468 | 2.8% |
| menzah | 433 | 2.6% |
| Other values (229) | 9807 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 13951 | |
| E | 8170 | 9.0% |
| 7801 | 8.6% | |
| R | 6775 | 7.5% |
| N | 6720 | 7.4% |
| O | 5195 | 5.7% |
| I | 4845 | 5.4% |
| U | 4808 | 5.3% |
| L | 4031 | 4.5% |
| S | 3585 | 4.0% |
| Other values (28) | 24638 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 90519 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 13951 | |
| E | 8170 | 9.0% |
| 7801 | 8.6% | |
| R | 6775 | 7.5% |
| N | 6720 | 7.4% |
| O | 5195 | 5.7% |
| I | 4845 | 5.4% |
| U | 4808 | 5.3% |
| L | 4031 | 4.5% |
| S | 3585 | 4.0% |
| Other values (28) | 24638 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 90519 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 13951 | |
| E | 8170 | 9.0% |
| 7801 | 8.6% | |
| R | 6775 | 7.5% |
| N | 6720 | 7.4% |
| O | 5195 | 5.7% |
| I | 4845 | 5.4% |
| U | 4808 | 5.3% |
| L | 4031 | 4.5% |
| S | 3585 | 4.0% |
| Other values (28) | 24638 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 90519 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 13951 | |
| E | 8170 | 9.0% |
| 7801 | 8.6% | |
| R | 6775 | 7.5% |
| N | 6720 | 7.4% |
| O | 5195 | 5.7% |
| I | 4845 | 5.4% |
| U | 4808 | 5.3% |
| L | 4031 | 4.5% |
| S | 3585 | 4.0% |
| Other values (28) | 24638 |
delegation
Categorical
High correlation
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 511.7 KiB |
| SOUKRA | |
|---|---|
| MARSA | |
| EL MNIHLA | |
| ARIANA VILLE | |
| BAB BHAR | 305 |
| Other values (41) |
Length
| Max length | 29 |
|---|---|
| Median length | 21 |
| Mean length | 8.1378924 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | MARSA |
|---|---|
| 2nd row | BAB BHAR |
| 3rd row | MARSA |
| 4th row | EL MNIHLA |
| 5th row | SOUKRA |
Common Values
| Value | Count | Frequency (%) |
| SOUKRA | 2181 | |
| MARSA | 1704 | |
| EL MNIHLA | 665 | 7.5% |
| ARIANA VILLE | 533 | 6.0% |
| BAB BHAR | 305 | 3.4% |
| EL MENZAH | 298 | 3.3% |
| MANOUBA | 282 | 3.2% |
| RADES | 279 | 3.1% |
| RAOUED | 245 | 2.7% |
| BARDO | 227 | 2.5% |
| Other values (36) | 2201 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| soukra | 2181 | |
| el | 2136 | |
| marsa | 1704 | 12.7% |
| mnihla | 665 | 5.0% |
| ariana | 533 | 4.0% |
| ville | 533 | 4.0% |
| bab | 351 | 2.6% |
| bhar | 305 | 2.3% |
| menzah | 298 | 2.2% |
| manouba | 282 | 2.1% |
| Other values (53) | 4414 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 13621 | |
| R | 6926 | |
| E | 5733 | 7.9% |
| L | 5040 | 6.9% |
| S | 4639 | 6.4% |
| 4484 | 6.2% | |
| O | 4358 | 6.0% |
| U | 4061 | 5.6% |
| M | 4023 | 5.5% |
| I | 3455 | 4.8% |
| Other values (16) | 16250 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 72590 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 13621 | |
| R | 6926 | |
| E | 5733 | 7.9% |
| L | 5040 | 6.9% |
| S | 4639 | 6.4% |
| 4484 | 6.2% | |
| O | 4358 | 6.0% |
| U | 4061 | 5.6% |
| M | 4023 | 5.5% |
| I | 3455 | 4.8% |
| Other values (16) | 16250 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 72590 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 13621 | |
| R | 6926 | |
| E | 5733 | 7.9% |
| L | 5040 | 6.9% |
| S | 4639 | 6.4% |
| 4484 | 6.2% | |
| O | 4358 | 6.0% |
| U | 4061 | 5.6% |
| M | 4023 | 5.5% |
| I | 3455 | 4.8% |
| Other values (16) | 16250 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 72590 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 13621 | |
| R | 6926 | |
| E | 5733 | 7.9% |
| L | 5040 | 6.9% |
| S | 4639 | 6.4% |
| 4484 | 6.2% | |
| O | 4358 | 6.0% |
| U | 4061 | 5.6% |
| M | 4023 | 5.5% |
| I | 3455 | 4.8% |
| Other values (16) | 16250 |
floor
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3722 |
| Missing (%) | 41.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2052713 |
| Minimum | -1 |
|---|---|
| Maximum | 20 |
| Zeros | 1002 |
| Zeros (%) | 11.2% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 69.8 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 20 |
| Range | 21 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9228919 |
|---|---|
| Coefficient of variation (CV) | 0.87195253 |
| Kurtosis | 3.7234158 |
| Mean | 2.2052713 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.2581369 |
| Sum | 11463 |
| Variance | 3.6975131 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 1 | 1254 | 14.1% |
| 2 | 1036 | 11.6% |
| 0 | 1002 | 11.2% |
| 3 | 729 | 8.2% |
| 4 | 559 | 6.3% |
| 5 | 255 | 2.9% |
| 6 | 203 | 2.3% |
| 7 | 114 | 1.3% |
| 8 | 21 | 0.2% |
| 9 | 12 | 0.1% |
| Other values (6) | 13 | 0.1% |
| (Missing) | 3722 |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| 0 | 1002 | |
| 1 | 1254 | |
| 2 | 1036 | |
| 3 | 729 | |
| 4 | 559 | |
| 5 | 255 | 2.9% |
| 6 | 203 | 2.3% |
| 7 | 114 | 1.3% |
| 8 | 21 | 0.2% |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 8 | 0.1% |
| 9 | 12 | 0.1% |
| 8 | 21 | 0.2% |
| 7 | 114 | |
| 6 | 203 | |
| 5 | 255 |
description
Text
| Distinct | 8904 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 16 |
| Missing (%) | 0.2% |
| Memory size | 11.0 MiB |
Length
| Max length | 5229 |
|---|---|
| Median length | 1123 |
| Mean length | 494.12882 |
| Min length | 9 |
Unique
| Unique | 8904 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Green Immobilière vous propose à la vente un bel appartement dans une résidence sécurisée et proche de toutes commodités a el nasr 2. Il est composé : -un salon salle à manger avec terrasse -une salle d'eau -une cuisine équipée avec séchoir -deux chambres à coucher avec une salle de bain commune -une suite parentale -une place de parking au sous-sol Prix demandé : 400.000 MDT |
|---|---|
| 2nd row | L'agence immobilière Good Life vous propose à la vente un appartement S+3, qui occupe le premier étage d’un immeuble R+5 avec double ascenseur, situé à Jardins d’El Menzah. Cet appartement, construit en 2006, offre une superficie totale de 157 (140 net). Il se compose d’un salon lumineux avec un grand balcon, de trois chambres à coucher équipées de dressings, d’une salle de bain, d’une salle d’eau, d’un dressing supplémentaire dans le couloir, ainsi que d’une cuisine avec séchoir. Une place de parking est incluse au sous-sol. L’appartement est équipé de chauffage central, de deux climatiseurs et d’un interphone. La résidence est sécurisée et bénéficie d’un service de gardiennage. Papier: TF en cours. Le prix demandé est de 365 000 dinars. Pour plus d’informations, veuillez contacter votre courtier en immobilier, Mr Slim Dhouib. |
| 3rd row | La Croisette Immobilière Tunisie vous propose à la vente un appartement S+1 occupant le rez-de-chaussée d’une résidence gardée à La Nouvelle Soukra, à Ain Zaghouan. Ce dernier fait 77 mètres carrés et se compose d'un grand salon, d'une cuisine aménagée et équipée, d'une chambre à coucher avec placard attenante à une terrasse et d’une salle d'eau avec douche. L'appartement est équipé du chauffage central et de climatiseurs. Réf :MAV1783 |
| 4th row | A vendre un appartement de 83 net au titre foncier à l ariana essoughra tout prés de l université ESPRIT Ariana au 2ème étage dans une résidence prés de toutes commodités composé d un salon cuisine bien équipée deux chambres et sdb prix négociable. |
| 5th row | L'agence immobilière Good Life vous propose à la vente un S+2 à la Soukra côté Carrefour express. Cet appartement de 143 au 7ème étage étage, se compose d’un spacieux hall d’entrée, d’une cuisine équipée de plaque , Hotte et four avec séchoir, d’un salon/ salle à manger ouvrant sur une petite terrasse, d’une salle d’eau pour les invités avec aération fenêtre, de deux chambres qui se partageant une salle de bain ainsi qu'une terrasse. L’appartement dispose d'un chauffage central et de 4 climatiseurs. Une place de parking est à disposition. Pour une visite ou plus d'informations contacter votre courtier en immobilier Myriam Zahaf. |
| Value | Count | Frequency (%) |
| de | 31119 | 4.3% |
| à | 22798 | 3.2% |
| 19474 | 2.7% | |
| et | 19008 | 2.6% |
| une | 18209 | 2.5% |
| un | 16424 | 2.3% |
| avec | 14125 | 2.0% |
| appartement | 10594 | 1.5% |
| salle | 10577 | 1.5% |
| la | 10375 | 1.4% |
| Other values (23219) | 548452 |
Most occurring characters
| Value | Count | Frequency (%) |
| 712435 | ||
| e | 482689 | 11.0% |
| a | 277548 | 6.3% |
| n | 257439 | 5.9% |
| s | 226704 | 5.2% |
| i | 219979 | 5.0% |
| t | 210749 | 4.8% |
| r | 209859 | 4.8% |
| u | 192216 | 4.4% |
| o | 153848 | 3.5% |
| Other values (561) | 1456257 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4399723 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 712435 | ||
| e | 482689 | 11.0% |
| a | 277548 | 6.3% |
| n | 257439 | 5.9% |
| s | 226704 | 5.2% |
| i | 219979 | 5.0% |
| t | 210749 | 4.8% |
| r | 209859 | 4.8% |
| u | 192216 | 4.4% |
| o | 153848 | 3.5% |
| Other values (561) | 1456257 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4399723 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 712435 | ||
| e | 482689 | 11.0% |
| a | 277548 | 6.3% |
| n | 257439 | 5.9% |
| s | 226704 | 5.2% |
| i | 219979 | 5.0% |
| t | 210749 | 4.8% |
| r | 209859 | 4.8% |
| u | 192216 | 4.4% |
| o | 153848 | 3.5% |
| Other values (561) | 1456257 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4399723 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 712435 | ||
| e | 482689 | 11.0% |
| a | 277548 | 6.3% |
| n | 257439 | 5.9% |
| s | 226704 | 5.2% |
| i | 219979 | 5.0% |
| t | 210749 | 4.8% |
| r | 209859 | 4.8% |
| u | 192216 | 4.4% |
| o | 153848 | 3.5% |
| Other values (561) | 1456257 |
Interactions
Correlations
| air_conditioning | balcony | bathrooms | bedrooms | delegation | elevator | equipped_kitchen | etage_count | floor | heating | parking | price | rez_de_chaussee_count | state | surface | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| air_conditioning | 1.000 | 0.306 | 0.000 | 0.129 | 0.335 | 0.342 | 0.418 | 0.077 | 0.103 | 0.701 | 0.337 | 0.000 | 0.049 | 0.200 | 0.140 |
| balcony | 0.306 | 1.000 | 0.000 | 0.146 | 0.184 | 0.213 | 0.256 | 0.095 | 0.105 | 0.282 | 0.213 | 0.014 | 0.030 | 0.098 | 0.181 |
| bathrooms | 0.000 | 0.000 | 1.000 | 0.307 | 0.000 | 0.007 | 0.000 | -0.028 | 0.055 | 0.004 | 0.000 | 0.322 | -0.000 | 0.012 | 0.350 |
| bedrooms | 0.129 | 0.146 | 0.307 | 1.000 | 0.100 | 0.089 | 0.130 | 0.117 | 0.084 | 0.125 | 0.086 | 0.370 | -0.005 | 0.082 | 0.641 |
| delegation | 0.335 | 0.184 | 0.000 | 0.100 | 1.000 | 0.232 | 0.185 | 0.044 | 0.105 | 0.313 | 0.214 | 0.000 | 0.048 | 0.998 | 0.097 |
| elevator | 0.342 | 0.213 | 0.007 | 0.089 | 0.232 | 1.000 | 0.427 | 0.000 | 0.262 | 0.389 | 0.305 | 0.018 | 0.119 | 0.137 | 0.081 |
| equipped_kitchen | 0.418 | 0.256 | 0.000 | 0.130 | 0.185 | 0.427 | 1.000 | 0.038 | 0.079 | 0.340 | 0.230 | 0.000 | 0.000 | 0.138 | 0.087 |
| etage_count | 0.077 | 0.095 | -0.028 | 0.117 | 0.044 | 0.000 | 0.038 | 1.000 | 0.476 | 0.080 | 0.029 | 0.001 | -0.159 | 0.024 | 0.065 |
| floor | 0.103 | 0.105 | 0.055 | 0.084 | 0.105 | 0.262 | 0.079 | 0.476 | 1.000 | 0.116 | 0.053 | -0.054 | -0.744 | 0.070 | 0.008 |
| heating | 0.701 | 0.282 | 0.004 | 0.125 | 0.313 | 0.389 | 0.340 | 0.080 | 0.116 | 1.000 | 0.313 | 0.009 | 0.029 | 0.190 | 0.130 |
| parking | 0.337 | 0.213 | 0.000 | 0.086 | 0.214 | 0.305 | 0.230 | 0.029 | 0.053 | 0.313 | 1.000 | 0.000 | 0.008 | 0.092 | 0.124 |
| price | 0.000 | 0.014 | 0.322 | 0.370 | 0.000 | 0.018 | 0.000 | 0.001 | -0.054 | 0.009 | 0.000 | 1.000 | 0.044 | 0.000 | 0.710 |
| rez_de_chaussee_count | 0.049 | 0.030 | -0.000 | -0.005 | 0.048 | 0.119 | 0.000 | -0.159 | -0.744 | 0.029 | 0.008 | 0.044 | 1.000 | 0.010 | 0.029 |
| state | 0.200 | 0.098 | 0.012 | 0.082 | 0.998 | 0.137 | 0.138 | 0.024 | 0.070 | 0.190 | 0.092 | 0.000 | 0.010 | 1.000 | 0.082 |
| surface | 0.140 | 0.181 | 0.350 | 0.641 | 0.097 | 0.081 | 0.087 | 0.065 | 0.008 | 0.130 | 0.124 | 0.710 | 0.029 | 0.082 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| price | state | bedrooms | bathrooms | surface | parking | equipped_kitchen | balcony | heating | air_conditioning | garage | elevator | etage_count | rez_de_chaussee_count | municipality | delegation | floor | description | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 680000 | TUNIS | 3.0 | 1 | 150.0 | Yes | Yes | no | no | no | no | No | 0.0 | 0.0 | JARDINS DE CARTHAGE | MARSA | NaN | NaN |
| 1 | 560000 | TUNIS | 2.0 | 1 | 125.0 | Yes | Yes | Yes | no | Yes | no | Yes | NaN | NaN | LES JARDINS | BAB BHAR | 7.0 | NaN |
| 2 | 480000 | TUNIS | 3.0 | 2 | 109.0 | Yes | no | no | no | no | no | No | 0.0 | 0.0 | BERGE DU LAC | MARSA | NaN | NaN |
| 3 | 410000 | ARIANA | 3.0 | 2 | 130.0 | Yes | no | no | no | no | no | No | 0.0 | 0.0 | ENNASR | EL MNIHLA | NaN | NaN |
| 4 | 399000 | ARIANA | 2.0 | 2 | 115.0 | no | no | no | no | no | no | No | 0.0 | 0.0 | AOUINA | SOUKRA | NaN | NaN |
| 5 | 395000 | ARIANA | 3.0 | 1 | 114.0 | Yes | Yes | Yes | no | Yes | no | Yes | 0.0 | 0.0 | SOUKRA | SOUKRA | NaN | NaN |
| 6 | 385000 | ARIANA | 2.0 | 1 | 120.0 | no | no | no | no | no | no | No | 0.0 | 0.0 | SOUKRA | SOUKRA | NaN | NaN |
| 7 | 385000 | ARIANA | 2.0 | 2 | 91.0 | Yes | Yes | Yes | no | no | no | Yes | NaN | NaN | SOUKRA | SOUKRA | 0.0 | NaN |
| 8 | 375000 | ARIANA | 2.0 | 1 | 92.0 | no | no | no | no | no | no | No | 0.0 | 0.0 | CHOTRANA | SOUKRA | NaN | NaN |
| 9 | 360000 | ARIANA | 2.0 | 2 | 90.0 | Yes | Yes | Yes | Yes | no | no | Yes | NaN | NaN | ENNASR | EL MNIHLA | 7.0 | NaN |
| price | state | bedrooms | bathrooms | surface | parking | equipped_kitchen | balcony | heating | air_conditioning | garage | elevator | etage_count | rez_de_chaussee_count | municipality | delegation | floor | description | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8910 | 210000 | TUNIS | 4.0 | 1 | 110.0 | no | no | no | no | no | no | No | NaN | NaN | CITE EL KHADRA | CITE EL KHADRA/CITÉ EL KHADRA | 3.0 | <p> L'appartement S+4 de 110m2 se trouve au 3ème étage d'un immeuble à la Cité Olympique. L'appartement bénéficie d'une belle luminosité naturelle à cause de l'orientation. Il est constitué de quatre chambres à coucher,d'un salon spacieux qui offre également une vue dégagée sur les environs, une cuisine, une salle de bain, un point d'eau.</p><p>Il propose un espace de vie pratique comprenant toutes les commodités à proximité.</p> 5 pièces |
| 8911 | 600000 | ARIANA | 3.0 | 1 | 306.0 | Yes | no | Yes | Yes | Yes | no | Yes | NaN | NaN | ENNASR | EL MNIHLA | 6.0 | <p><strong>Ce duplex</strong> s'étend sur le <strong>sixième</strong> et le <strong>septième</strong> étage d'une résidence <strong>dotée</strong> d’un ascenseur. L'entrée mène à un salon <strong>lumineux</strong>, grâces à ses nombreuses fenêtres offrant une <strong>vue</strong> <strong>panoramique</strong>, ainsi qu'une <strong>salle à manger</strong>, <strong>parfaite</strong> pour des moments de <strong>convivialité</strong>.</p><p>La <strong>cuisine</strong> est entièrement <strong>équipée</strong>, comprenant une <strong>plaque de cuisson, un four électrique et une hotte aspirante</strong>, et donne également sur <strong>un séchoir.</strong></p><p>Toujours <strong>au rez-de-chaussée</strong>, vous trouverez également <strong>un séjour</strong> <strong>avec balcon</strong> ainsi qu’une <strong>salle d'eau</strong> pour les <strong>invités</strong> qui complète la partie jour.</p><p> <strong>À l'étage</strong>, l'espace <strong>nuit</strong> comprend une <strong>suite</strong> <strong>parentale avec une salle de</strong> <strong>bain</strong> <strong>privative</strong>. On trouve également <strong>trois chambres à coucher, chacune disposant d'un dressing. Une salle de bain commune</strong> est à disposition.</p><p>Le duplex est équipé par un <strong>chauffage central, une climatisation en split système, une connexion en fibre optique et un système d’alarme.</strong></p><p><strong>Une place de parking permettant d’accueillir deux voitures est disponible au sous-sol.</strong></p> 5 pièces |
| 8912 | 190000 | TUNIS | 1.0 | 1 | 46.0 | Yes | no | Yes | no | no | no | Yes | 0.0 | 1.0 | GAMMARTH | MARSA | 0.0 | <p>Cet appartement est situé au sein d'une résidence s'étendant sur trois niveaux avec ascenseur, à Gammarth.</p><p>Il se trouve au rez-de-chaussée de la résidence. L'entrée dessert un salon avec une cuisine américaine et un balcon.</p><p>La partie nuit comprend une chambre à coucher et une salle de douche.</p><p>Une place de parking est également disponible à l'intérieur de la résidence</p> 2 pièces |
| 8913 | 210000 | TUNIS | 3.0 | 1 | 88.0 | Yes | no | Yes | no | no | no | No | NaN | NaN | CITE EL KHADRA | CITE EL KHADRA/CITÉ EL KHADRA | 3.0 | <p>Cet appartement <strong>S+3</strong> situé au <strong>3ème étage</strong>, doté d'un <strong> point d'eau et une salle de bain</strong>, d'un <strong>balcon</strong> attenant au salon, <strong>trois chambres</strong> avec <strong>dressings</strong> et d'une <strong>cuisine spacieuse</strong>.</p><p>Niché dans un quartier résidentiel paisible, il offre un cadre de vie idéal à proximité des <strong>écoles</strong>, <strong>commerces</strong> et <strong>transports en commun</strong>.</p><p>Une <strong>place de parking</strong> est disponible.</p> 3 pièces |
| 8914 | 470000 | TUNIS | 2.0 | 1 | 103.0 | Yes | no | no | Yes | Yes | no | Yes | NaN | NaN | CENTRE URBAIN NORD | CITE EL KHADRA/CITÉ EL KHADRA | 1.0 | <p>Un <strong>appartement S+2</strong> situé au Centre Urbain Nord, d'une superficie de <strong>103 m²</strong>, au <strong>1er étage</strong> d'un immeuble. Ce bien se compose d'un <strong>salon spacieux</strong>, de <strong>deux chambres</strong> confortables et d'une <strong>salle de bain</strong> bien <strong>aménagée</strong>. <strong>La cuisine</strong> est entièrement <strong>équipée</strong> avec une <strong>plaque de cuisson</strong>, une <strong>hotte aspirante</strong>, un <strong>four</strong> et un <strong>sèche-linge.</strong> L'appartement bénéficie également de la <strong>climatisation centrale</strong> et du <strong>chauffage central</strong> pour un confort optimal tout au long de l'année. De plus, il dispose d'une <strong>place de parking</strong> dédiée. Il offre un cadre de vie agréable avec toutes les commodités nécessaires à proximité.</p> 2 pièces |
| 8915 | 267000 | BEN AROUS | 2.0 | 1 | 90.0 | Yes | no | Yes | Yes | no | no | No | NaN | NaN | BOU MHEL | BOU MHEL EL BASSATINE | 1.0 | <p>Appartement S+2 en <strong>direct promoteur</strong> situé dans une résidence en <strong>R+4 à Boumhel El Bassatine</strong>. Plusieurs typologies sont disponibles et les finitions sont en cours avec une <strong>remise des clés</strong> prévue pour <strong>juin 2025</strong>. Cet appartement comprend une entrée menant à un salon <strong>spacieux</strong> revêtu de marbre. La cuisine entièrement <strong>équipée</strong> et <strong>aménagée</strong> dispose également d'un <strong>séchoir</strong>. La partie nuit se compose de deux chambres l'une avec un <strong>dressing</strong> et l'autre donnant accès à une <strong>terrasse</strong>. Une salle de bain commune est à disposition. De plus, <strong>une place de parking</strong> est proposée au prix de 18 000TND.</p> 3 pièces |
| 8916 | 490000 | ARIANA | 1.0 | 1 | 152.0 | Yes | no | Yes | Yes | Yes | no | No | NaN | NaN | ENNASR | EL MNIHLA | 1.0 | <p>Ce duplex fait partie d’une <strong>résidence calme et sécurisée à Ennasr 2</strong>. Il bénéficie d'une<strong> entrée indépendante</strong> ainsi qu’un accès à <strong>une terrasse.</strong> Le premier niveau abrite <strong>une chambre à coucher équipée d’un dressing ainsi qu’une salle d’eau</strong>. <strong>Quelques marches nous mènent au rez-de-chaussée qui loge une pièce de vie accueillante,</strong> elle permet d’aménager <strong>un salon et une salle à manger</strong>. <strong>La cuisine</strong> est totalement indépendante, elle est équipée d<strong>’une plaque de cuisson et une hotte aspirante</strong>, elle est complétée par <strong>un séchoir fonctionnel.</strong> Le premier étage comprend <strong>deux chambres à coucher avec dressing</strong> et elles se partagent <strong>une salle de bain avec jacuzzi.</strong> Ce duplex est équipé <strong>d’un chauffage central et d'une climatisation en split système</strong>. <strong>Une place de parking</strong> est disponible pour les futurs occupants.</p> 3 pièces |
| 8917 | 385000 | ARIANA | 3.0 | 1 | 139.0 | Yes | no | Yes | Yes | Yes | no | Yes | 1.0 | 0.0 | ENNASR | EL MNIHLA | NaN | <p>Cet appartement est situé au <strong>sixième</strong> étage d'une résidence <strong>sécurisée</strong>. Dès votre arrivée, un <strong>hall</strong> d'entrée <strong>accueillant</strong> équipée d’un dressing vous y attend. Le salon <strong>lumineux</strong> offre un espace <strong>agréable</strong>. La cuisine <strong>soigneusement</strong> équipée et <strong>aménagée</strong>, elle dispose d'une <strong>plaque</strong> de <strong>cuisson</strong> et d'un <strong>four électrique</strong>, ainsi que d'un espace dédié pour un <strong>séchoir</strong>. <strong>Une salle de douche</strong> complète la partie jour. La partie nuit de l'appartement comprend une <strong>suite parentale</strong> avec <strong>une salle de bain</strong>, ainsi que <strong>deux chambres à coucher dotée d'un dressing chacune</strong> et dont une complétée par <strong>un balcon</strong>. L’appartement est doté <strong>d’un chauffage central et d’une climatisation par split système. </strong><strong>Une place de parking</strong> est également disponible pour les futurs propriétaires.</p> 3 pièces |
| 8918 | 320000 | TUNIS | 3.0 | 1 | 125.0 | Yes | no | Yes | no | Yes | no | No | NaN | NaN | CITE EL KHADRA | CITE EL KHADRA/CITÉ EL KHADRA | 1.0 | <p>Cet appartement de type S+3, situé au <strong>premier étage</strong>, comprend <strong>trois chambres</strong> ainsi qu'un <strong>salon spacieux</strong> avec <strong>un balcon vast</strong>e et un point d'eau, une salle de bain, et une cuisine lumineuse.</p><p>Niché dans un quartier résidentiel calme , il offre un cadre de vie idéal à proximité des <strong>écoles</strong>, <strong>commerces</strong> et <strong>transports en commun</strong>.</p><p>Une <strong>place de parking</strong> collective.</p> 4 pièces |
| 8919 | 340000 | TUNIS | 2.0 | 1 | 85.0 | Yes | no | no | no | no | no | Yes | 0.0 | 0.0 | GAMMARTH | MARSA | NaN | <p>Cet appartement est situé au sein d'une résidence à Gammarth, s'étendant sur deux niveaux et équipée d'un ascenseur.</p><p>L'entrée mène à un hall spacieux qui donne accès au salon avec salle à manger.</p><p>La cuisine dispose d'un séchoir.</p><p>Une salle d'eau est disponible pour les invités dans cette partie jour.</p><p>La partie nuit comprend deux chambres à coucher, chacune dotée de dressings et d'une salle d'eau avec baignoire.</p><p>Une place de parking est également disponible pour les futurs propriétaires.</p> 3 pièces |